Industrial Data
View the latest articles about industrial data processing
TDengine Historian Excel Add-In: Analyze Industrial Data in Excel
Key takeaways Industrial data analysis in Excel with the TDengine Historian Excel Add-In If you’ve used PI DataLink, you already understand TDengine EAI PI DataLink
Jim Fan
July 7, 2026 | TDengine vs. PI System, Data Historian, Industrial Data
TDengine TSDB in Shale Gas: From Data Silos to Unified Operations
In shale gas production operations, automated data collection was already in place across gas wells, stations, compressors, and LNG/CNG facilities. But earlier SIS, BPCS, SCADA,
TDengine Team
July 2, 2026 | Case Studies, Industrial Data
How TDengine Historian Heatmaps Reveal Equipment Operating Patterns
In a typical factory scenario, 30 compressors report three Tags: temperature, pressure, and vibration. Over three months, that adds up to tens of millions of
Arun Arulraj
June 29, 2026 | Industrial Data
How Candlestick Charts Reveal Industrial Data Fluctuations
For three decades, the Line Chart has dominated industrial equipment monitoring. Temperature, pressure, vibration, current. Whenever time-series data needs visualization, the default is a curve.
Arun Arulraj
June 26, 2026 | Industrial Data
How AI Helps Engineers Move from OEE Monitoring to Root-Cause Analysis
A low OEE number by itself is not very useful. What matters is whether the loss is coming from uptime, speed, or quality, and whether the team can isolate the cause quickly enough to act.
Jim Fan
March 29, 2026 | Data Historian, Industrial Data
250,000 Writes per Second: Modernizing Steel Manufacturing Data Infrastructure
Leveraging TDengine, a major steel producer recently built a high-performance data storage and analytics platform for a specialty steel digitalization project.
Jim Fan
March 6, 2026 | Case Studies, Industrial Data
How Wattif Technologies Powers Energy Intelligence with TDengine
Wattif chose TDengine as a time-series foundation that could support both operational responsiveness and long-term analytical depth.
Jim Fan
January 26, 2026 | Case Studies, Industrial Data
What Is an Industrial Data Management Platform and Why Do Enterprises Need One?
Considering the ever-increasing value of data as an operational asset, the IDMP is now an essential component of the data infrastructure for industrial enterprises in all sectors and of all sizes.
Jeff Tao
January 19, 2026 | Industrial Data
Build Your First Industrial Data Stack with TDengine Historian
In this walkthrough, we’ll show how to ingest that live MQTT data into TDengine TSDB for high-performance storage and querying, and then use TDengine IDMP to model assets and perform visualization and analytics.
Arun Arulraj
December 15, 2025 | Industrial Data
Ingest Data from Wonderware Historian
This guide will walk through how to pull data from Wonderware Historian and ingest it into TDengine, either migrating from Wonderware or synchronizing existing data, enabling you to modernize your architecture without disrupting existing operations.
Arun Arulraj
November 25, 2025 | Industrial Data
